Each of the three events was trained and evaluated separately. We made use of the BERT-Base-cased (110M parameter) model. Performance was tuned on the development set, where we observed that performance peaked at 60 training epochs. We report performance using the standard definitions of precision, recall, and F1 [1]}.
